On the origins of factor investing

26-03-2018 | Interview

Where does factor investing come from? How does it work? Stephen Schaefer is Professor of Finance at the London Business School and a co-author of the influential 2009 report on the Norwegian Government Pension Fund and factor investing. In our Great Minds series – a set of interviews with renowned academics and investment experts - we spoke with him about how factor investing came about and went on to become a popular investment approach. We also talked about the major issues researchers should focus on going forward.

You have worked with some of the most prominent academics in the field of finance of the past few decades. Through your work for the Norwegian Oil Fund you have a significant impact on the adoption of the concept of factor investing. How did this concept emerge? What exactly were academics looking for at the time? “The term factor investing may be relatively new, but the ideas that underpin it have been around in different forms for quite a while now. Firms such as Dimension Fund Advisors (DFA) have been making use of concepts such as the premium on small firms for several decades. Taken individually, this and other findings such as the value premium were initially seen as small steps in the academic field of finance, and we certainly did not imagine they would become so influential on investment practice. Actually, it is only over the last ten years or so, that these concepts have caught on in a substantial way.”

“Let me tell you an anecdote that will illustrate what the situation was like 30 or 40 years ago. One of the very first anomalies to emerge in the literature was the small-firm effect, which was first discovered by Rolf Banz back in the late 1970s. I happened to be visiting the University of Chicago at the time and attended the seminar where Rolf first presented his results.”

“There are two striking things in this story. The first is that, initially, Rolf was not looking for a potential small-size effect in returns at all. He was trying to do something quite different and happened to rank firms in a way that nobody had done before: by market capitalization. This is how he discovered the extraordinary fact that the returns of small-capitalization stocks in his data were on average much higher than those on large-capitalization stocks and by an amount that was easily as large as the equity market premium.”

“The second remarkable thing, which at the time seemed totally reasonable, was the reaction of the audience. It was a very distinguished group, but their initial response was that Rolf had made a programing error, that he should go away and correct this technical mistake. Of course, there was no error and people finally took his conclusions on board.”

Individual factors are now increasingly considered as part of a broader family’

What have been the major changes in the way factor investing is perceived over the past few years? “What has changed over the past decade is that individual factors are now increasingly considered as part of a broader family. Instead of being enthusiastic about, say, investing in small firms, or investing in value stocks, investors are getting used to the idea of somehow exploiting these investment strategies as a family and looking at the interaction between them. This is actually quite an important element and this is what is actually new.”

“In the early days it was natural to think about anomalies in the context of the Capital Asset Pricing Model (CAPM), in which many people at that time still had a lot of faith. Then, in an important paper, future Nobel prize winner Eugene Fama and co-author Ken French made things much clearer by showing that average returns on a stock were strongly related to its size (market capitalization) and its book-to-market ratio, in other words to its characteristics, and not just to beta.”

“Then, in a slightly later paper, they showed that average stock returns were also related to their sensitivity to portfolios constructed on the basis of size and book-to-market. This was a decisive step from the perspective of asset pricing theory and gave a much richer description of the pattern of return premia across stocks. And this second step was also extremely useful from an investment point of view.”

How do you see the success of factor investing after your report on the Norwegian pension fund was published in 2009? How has this report changed the way people perceive investment, in your view? “Well, I am not sure you want to put this in the interview, but let me tell you another anecdote. Approximately five years after the publication of our report on the Norwegian pension fund, a major US investment bank invited me to talk about factor investing at one of their events. I thought: ‘Sure!’ And then they showed me some kind of booklet they had been using to pitch factor investing to potential clients. Well, on page two of this document was an extensive summary of our work on the Norwegian Oil Fund. So it does appear that, somehow, our work has been genuinely influential, although I did not know exactly to what extent for several years.”

“One crucial conclusion we came to was that a significant fraction of the Oil Fund’s outperformance, most of it really, was simply due to exposure to the very standard factors we have been talking about. But since these exposures were not built into the benchmark that the fund was using, it was viewed as ‘outperformance’. Divergence in factor exposure between the portfolio and the benchmark has important consequences for the way investors should view the performance of their asset managers nowadays.”

“Before the crisis and before the large negative returns relative to their benchmark in 2008, I think people viewed the Oil fund as an actively managed fund that was producing small excess returns relative to the benchmark with relatively low risk. Indeed, I think that’s the impression you get from reading the Fund’s own reports prior to the global financial crisis. The recommendation in our report – which they did not actually follow at the time – was: ‘if you want exposure to a given factor, that’s something you should decide: it should be in the benchmark.’ In other words, these exposures should not happen by accident, they should be the result of explicit decision by the fund sponsor.”

“There are two reasons for this. The first is that different factor exposures are accompanied by different types of risk, and the fund sponsor should decide whether or not these risks are acceptable. The second reason is that, if the fund decides to take on such risks, nowadays there are relatively cheap ways to get different types of factor exposure. Therefore, a fund should only pay an active management fee to someone who can actually outperform a benchmark that actually takes into account exposure to these factors.”

Until we find some satisfactory explanation, there will always be a concern that factors may not be permanent

What are the most important aspects or questions academics should focus their research on?

“Let me point out two important areas where I think further research is much needed. As we have already discussed, there is now a very long list of factors in the academic literature; a sort of ‘zoo’ with a lot of different species in it. I suspect that many these species are related in some way, and if we were able to get a better grasp on the relationship between them, that would help quite a lot.”

“For example, momentum and value are generally negatively correlated, and this is in itself very surprising, because both factors apparently have a positive risk premium. Finding an uncontroversial explanation for this phenomenon would be very useful in helping to understand the interrelationships between the different factors.”

“The second area of research I would mention is the quest for a genuinely convincing theory of why these factor premiums exist. Until we find some satisfactory explanation for what is going on, I think there will always be a concern that factors may not be permanent and could, therefore, disappear at some point.”

This article is an excerpt of a longer text published in our Robeco Quarterly magazine.

Visit us on social media

Stay updated

Important information This disclaimer applies to any documents and the verbal or written comments of any person in presentations or webinars on this website and taken together is referred to herein as the “Information”. The services to which the Information relate are NOT FOR RETAIL CLIENTS - The information contained in the Website is solely intended for professional investors, defined as investors which (1) qualify as professional clients within the meaning of the Markets in Financial Instruments Directive (MiFID), (2) have requested to be treated as professional clients within the meaning of the MiFID or (3) are authorized to receive such information under any other applicable laws and must not be relied or acted upon by any other persons. This Information does not constitute an offer to sell, or a solicitation of an offer to buy, any financial product, and may not be relied upon in connection with the purchase or sale of any financial product. You are cautioned against using this Information as the basis for making a decision to purchase any financial product. To the extent that you rely on the Information in connection with any investment decision, you do so at your own risk. The Information does not purport to be complete on any topic addressed. The Information may contain data or analysis prepared by third parties and no representation or warranty about the accuracy of such data or analysis is provided. In all cases where historical performance is presented, please note that past performance is not a reliable indicator of future results and should not be relied upon as the basis for making an investment decision. Investors may not get back the amount originally invested. Neither Robeco Institutional Asset Management B.V. nor any of its affiliates guarantees the performance or the future returns of any investments. If the currency in which the past performance is displayed differs from the currency of the country in which you reside, then you should be aware that due to exchange rate fluctuations the performance shown may increase or decrease if converted into your local currency. Robeco Institutional Asset Management B.V. (“Robeco”) expressly prohibits any redistribution of the Information without the prior written consent of Robeco. The Information is not intended for distribution to, or use by, any person or entity in any jurisdiction or country where such distribution or use is contrary to law, rule or regulation. Certain information contained in the Information includes calculations or figures that have been prepared internally and have not been audited or verified by a third party. Use of different methods for preparing, calculating or presenting information may lead to different results. Robeco Institutional Asset Management B.V. is authorised as a manager of UCITS and AIFs by the Netherlands Authority for the Financial Markets and subject to limited regulation in the UK by the Financial Conduct Authority. Details about the extent of out regulation by the Financial Conduct Authority are available from us on request.

Disclaimer

Please read this important information before proceeding further. It contains legal and regulatory notices relevant to the information contained on this website.

The information contained in the Website is NOT FOR RETAIL CLIENTS - The information contained in the Website is solely intended for professional investors, defined as investors which (1) qualify as professional clients within the meaning of the Markets in Financial Instruments Directive (MiFID), (2) have requested to be treated as professional clients within the meaning of the MiFID or (3) are authorized to receive such information under any other applicable laws. The value of the investments may fluctuate. Past performance is no guarantee of future results. Investors may not get back the amount originally invested. Neither Robeco Institutional Asset Management B.V. nor any of its affiliates guarantees the performance or the future returns of any investments. If the currency in which the past performance is displayed differs from the currency of the country in which you reside, then you should be aware that due to exchange rate fluctuations the performance shown may increase or decrease if converted into your local currency.

In the UK, Robeco Institutional Asset Management B.V. (“ROBECO”) only markets its funds to institutional clients and professional investors. Private investors seeking information about ROBECO should visit our corporate website www.robeco.com or contact their financial adviser. ROBECO will not be liable for any damages or losses suffered by private investors accessing these areas.

In the UK, ROBECO Funds has marketing approval for the funds listed on this website, all of which are UCITS funds. ROBECO is authorized by the AFM and subject to limited regulation by the Financial Conduct Authority. Details about the extent of our regulation by the Financial Conduct Authority are available from us on request.

Many of the protections provided by the United Kingdom regulatory framework may not apply to investments in ROBECO Funds, including access to the Financial Services Compensation Scheme and the Financial Ombudsman Service. No representation, warranty or undertaking is given as to the accuracy or completeness of the information on this website.

If you are not an institutional client or professional investor you should therefore not proceed. By proceeding please note that we will be treating you as a professional client for regulatory purposes and you agree to be bound by our terms and conditions.

If you do not accept these terms and conditions, as well as the terms of use of the website, please do not continue to use or access any pages on this website.

Robeco uses cookies to analyze your visit to this site, to share information via social media and to personalize the site and the advertisements in line with your own preferences. By clicking on agree or by continuing on this site, you agree to the above. More information and adjusting cookie settings.